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https://github.com/ArthurDanjou/ArtStudies.git
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1001 lines
1.1 MiB
1001 lines
1.1 MiB
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"FEUILLE DE TP 12\n",
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"\n",
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"# Méthode de Newton"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"La méthode de Newton nous permet de calculer numériquement les zéros d'une fonction $f:[a,b]\\rightarrow \\mathbb{R}$, c'est-à-dire les solutions de l'équation $f(x) = 0$.\n",
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"\n",
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"Supposons $f$ de classe $C^1$ et $x_0 \\in (a,b)$ un point arbitraire. \n",
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"\n",
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"L'équation de la tangente au graphe de la fonction $f$ au point d'absisse $x_0$ est donnée par\n",
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"\n",
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"\\begin{equation}\n",
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"y = f(x_0) + f'(x_0)(x-x_0)\\,.\n",
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"\\end{equation}\n",
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"\n",
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"Pour obtenir une approximation de la solution, on pose $y = 0$ et si $f'(x_0) \\neq 0$ on obtient\n",
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"\n",
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"\\begin{equation}\n",
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"x_1 = x_0 - \\frac{f(x_0)}{f'(x_0)}\\,.\n",
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"\\end{equation}\n",
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"\n",
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"On peut alors répéter le même raisonnement en considérant $x_1$ au lieu de $x_0$ pour calculer l'approximation de \n",
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"$x_2$ et ainsi de suite. \n",
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"\n",
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"\n",
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"La méthode de Newton consiste donc à construire une suite d'approximations $x_k$ de la solution $x^*$ de l'équation $f(x) = 0$, définie par\n",
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"\n",
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"\\begin{equation}\n",
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"x_{k+1} = x_k - \\frac{f(x_k)}{f'(x_k)}\\,, \\qquad k\\in \\mathbb{N}\\, . \\qquad (1)\n",
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"\\end{equation}\n",
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"\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {
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"tags": []
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},
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"outputs": [],
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"source": [
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"%matplotlib inline\n",
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"import matplotlib.pyplot as plt\n",
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"import numpy as np"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Calcul de valeurs approchées de nombres irrationnels \n",
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"\n",
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"Nous allons utiliser la méthode de Newton pour calculer des approximations de quelques nombres irrationnels. On considère\n",
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"\n",
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"\\begin{equation}\n",
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"f_0(x) = x^3-2~ \\text{ avec } ~ x\\in [1,4] \\, , \\quad f_1(x) = \\sin^2(x)~ \\text{ avec } ~ x\\in [2,4] \n",
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"\\end{equation}\n",
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"\n",
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"En appliquant la méthode de Newton à $f_0$ et $f_1$, on espère obtenir respectivement une approximation de $2^{1/3}$ et $\\pi$. \n",
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"\n"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### Question 1\n",
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"\n",
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"Définissez les fonctions $f_0$ et $f_1$, ainsi que leurs dérivés $f'_0$ et $f'_1$, et tracez-les sur leur intervalle de définition.\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {
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"tags": []
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},
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"outputs": [],
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"source": [
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"#DEFINIR LES FONCTIONS\n",
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"\n",
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"def f0(x): \n",
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" return np.power(x, 3) - 2\n",
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"\n",
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"def f0prime(x): \n",
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" return 3 * np.power(x, 2)\n",
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"\n",
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"def f1(x): \n",
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" return np.power(np.sin(x), 2)\n",
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" \n",
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"def f1prime(x): \n",
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" return 2 * np.cos(x) * np.sin(x)\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {
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"tags": []
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},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"Text(0.5, 1.0, 'Fonction f1 et sa dérivée')"
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]
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},
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"execution_count": 3,
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"metadata": {},
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"output_type": "execute_result"
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},
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{
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"data": {
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\n",
|
||
"text/plain": [
|
||
"<Figure size 1200x1200 with 2 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"## COMPLETEZ ....\n",
|
||
"## METTRE LES GRAPHIQUES \n",
|
||
"x0 = np.linspace(1, 4, 200)\n",
|
||
"\n",
|
||
"# Graphique\n",
|
||
"fig = plt.figure(figsize=(12, 12))\n",
|
||
"ax = fig.add_subplot(2, 2, 1)\n",
|
||
"ax.plot(x0, f0(x0), label=f'$f$')\n",
|
||
"ax.plot(x0, f0prime(x0), label=f\"$f'$\")\n",
|
||
"ax.legend()\n",
|
||
"ax.set_xlabel(f'$x$')\n",
|
||
"ax.set_ylabel(f'$f(x)$')\n",
|
||
"ax.set_title('Fonction f0 et sa dérivée')\n",
|
||
"\n",
|
||
"x1 = np.linspace(2, 4, 200)\n",
|
||
"ax = fig.add_subplot(2, 2, 2)\n",
|
||
"ax.plot(x1, f1(x1), label=f'$f$')\n",
|
||
"ax.plot(x1, f1prime(x1), label=f\"$f'$\")\n",
|
||
"ax.legend()\n",
|
||
"ax.set_xlabel(f'$x$')\n",
|
||
"ax.set_ylabel(f'$f(x)$')\n",
|
||
"ax.set_title('Fonction f1 et sa dérivée')"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Question 2\n",
|
||
"\n",
|
||
"Avant d'implémenter la méthode de Newton (1) on a besoin de choisir un __critère d’arrêt__: à chaque itération $k$ de la méthode ce critère nous permet de décider s'il faut caluler l'approximation suivante ou arrêter l'algorithme. \n",
|
||
"\n",
|
||
"On choisira d’implémenter ici un critère d’arrêt donné par:\n",
|
||
"\n",
|
||
"\\begin{equation}\n",
|
||
"|f(x_k)|< \\epsilon \\quad \\text{ OU } \\quad k> N_{max}\n",
|
||
"\\end{equation}\n",
|
||
"\n",
|
||
"où $\\epsilon>0$ est un réel fixé et $N_{max} \\in \\mathbb{N}$ est le nombre maximal d'itérations.\n",
|
||
"\n",
|
||
"\n",
|
||
"\n",
|
||
"\n",
|
||
"Écrire une fonction __newton__ prenant en argument:\n",
|
||
"\n",
|
||
"- une fonction __fun__ \n",
|
||
"- sa dérivée __funprime__ \n",
|
||
"- une condition initiale $x_0$\n",
|
||
"- une tolérance $\\epsilon>0$ pour le critère d’arrêt\n",
|
||
"- un nombre d'itération maximal $N_{max}$ pour le critère d’arrêt\n",
|
||
"\n",
|
||
"\n",
|
||
"et qui donne en sortie \n",
|
||
"\n",
|
||
"- le nombre d'itérations nécéssaires pour vérifier le critère d'arrêt,\n",
|
||
"- la solution approchée $x^*$ calculée avec la méthode de Newton.\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 52,
|
||
"metadata": {
|
||
"tags": []
|
||
},
|
||
"outputs": [],
|
||
"source": [
|
||
"def newton(fun, funprime, x0, epsilon,Nmax):\n",
|
||
" \"\"\"\n",
|
||
" Algorithme de Newton pour résoudre f(x) = 0 \n",
|
||
" \n",
|
||
" Parameters\n",
|
||
" ----------\n",
|
||
" - fun: fonction(x) \n",
|
||
" fonction f\n",
|
||
" - funprime: fonction(x)\n",
|
||
" dérivé de f\n",
|
||
" - x0: float \n",
|
||
" approximation initiale \n",
|
||
" - epsilon: float\n",
|
||
" tolerance dans le critere d'arret\n",
|
||
" - Nmax: int\n",
|
||
" nombre d'iterations maximal\n",
|
||
"\n",
|
||
" Renvoie\n",
|
||
" ----------\n",
|
||
" - k: float\n",
|
||
" nombre d'iteration\n",
|
||
" - xstar: float\n",
|
||
" solution approchée\n",
|
||
" \"\"\"\n",
|
||
" k = 0\n",
|
||
" xk = x0\n",
|
||
" while np.abs(fun(xk)) > epsilon and k < Nmax:\n",
|
||
" k += 1\n",
|
||
" xk -= fun(xk)/funprime(xk)\n",
|
||
" return k, xk"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Question 2 \n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"Choisir un point $x_0$ arbitraire dans l'intervalle de définition des deux fonctions ci-dessus, calculer les solutions approchées $\\tilde{x}_0$ et $\\tilde{x}_1$ des équations $f_0(x) = 0$ et $f_1(x)=0$ en utilisant la méthode de Newton avec $\\epsilon = 10^{-14}$ et $N_{max} = 1,2,\\ldots,20$. \n",
|
||
"\n",
|
||
"Tracez le logarithme des erreurs $|\\tilde{x}_0 - 2^{1/3}|$ et $|\\tilde{x}_1 - \\pi| $ en fonction de $N_{max}$. \n",
|
||
"\n",
|
||
"Qu'est-ce que vous observez ? Pourquoi les deux courbes sont-elles si différentes ?\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 70,
|
||
"metadata": {
|
||
"tags": []
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"Text(0.5, 1.0, 'Erreurs des valeurs x0 et x1')"
|
||
]
|
||
},
|
||
"execution_count": 70,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
},
|
||
{
|
||
"data": {
|
||
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\n",
|
||
"text/plain": [
|
||
"<Figure size 1200x1200 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"x0_sol = [[], []]\n",
|
||
"x1_sol = [[], []]\n",
|
||
"\n",
|
||
"for n in range(1, 21):\n",
|
||
" x0 = 1.1\n",
|
||
" x1 = 2.3\n",
|
||
" epsilon = 10e-14\n",
|
||
" sol_f0 = newton(f0, f0prime, x0, epsilon, n)\n",
|
||
" sol_f1 = newton(f1, f1prime, x1, epsilon, n)\n",
|
||
" x0_sol[0].append(sol_f0[0])\n",
|
||
" x0_sol[1].append(sol_f0[1])\n",
|
||
" x1_sol[0].append(sol_f1[0])\n",
|
||
" x1_sol[1].append(sol_f1[1])\n",
|
||
" \n",
|
||
"xx0 = np.linspace(1, 4, 200)\n",
|
||
"xx1 = np.linspace(2, 3, 200)\n",
|
||
"\n",
|
||
"# Graphique\n",
|
||
"fig = plt.figure(figsize=(12, 12))\n",
|
||
"ax = fig.add_subplot(2, 2, 1)\n",
|
||
"ax.plot(x0_sol[0], np.abs(x0_sol[1] - np.power(2, 1/3)), label=f'Erreur x0')\n",
|
||
"ax.plot(x1_sol[0], np.abs(np.array(x1_sol[1]) - np.pi), label=f'Erreur x1')\n",
|
||
"ax.legend()\n",
|
||
"#ax.set_xscale('log')\n",
|
||
"ax.set_yscale('log')\n",
|
||
"ax.set_xlabel('$N_{max}$')\n",
|
||
"ax.set_ylabel('Erreur')\n",
|
||
"ax.set_title('Erreurs des valeurs x0 et x1')"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"## Un exemple avec plusieurs solutions"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"Si on applique la méthode de Newton à une fonction $f$ telle que $f(x) = 0$ a plusieurs solutions, on peut s'attendre à deux résultats possibles: soit la méthode ne converge pas, soit elle converge vers un seul des zéros de $f$. En particulier la méthode peut converger vers des zéros différents si on choisit de points initiaux $x_0$ différents.\n",
|
||
"\n",
|
||
"L'ensemble des $x_0$ tels que la méthode converge vers la solution $x^*$ s'appelle le __bassin d'attraction__ de $x^*$. "
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Question 3\n",
|
||
"\n",
|
||
"Soit $f$ la fonction telle que $f(x) =x^3 - 4 x+ 1$. Combien l’équation $f(x) = 0$ admet-elle de solutions ?\n",
|
||
"\n",
|
||
"Rechercher ces solutions avec la fonction __newton__ en initialisant successivement la méthode avec différentes valeurs initiales $x_0$. \n",
|
||
"\n",
|
||
"Tracer la fonction $f(x)$ et vérifier le résultat."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 58,
|
||
"metadata": {
|
||
"tags": []
|
||
},
|
||
"outputs": [],
|
||
"source": [
|
||
"def f(x):\n",
|
||
" \"\"\" definition de f \"\"\"\n",
|
||
" return np.power(x, 3) - 4 * x + 1\n",
|
||
"\n",
|
||
"def fprime(x): \n",
|
||
" \"\"\" definition de f' \"\"\"\n",
|
||
" return 3 * np.power(x, 2) - 4"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 68,
|
||
"metadata": {
|
||
"tags": []
|
||
},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"Solution pour x_start=-2.5\n",
|
||
"x_sol = -2.1864406779661016 pour 1 itérations\n",
|
||
"x_sol = -2.118117687826545 pour 2 itérations\n",
|
||
"x_sol = -2.114914460488018 pour 3 itérations\n",
|
||
"x_sol = -2.114907541509005 pour 4 itérations\n",
|
||
"x_sol = -2.114907541476756 pour 5 itérations\n",
|
||
"x_sol = -2.114907541476756 pour 5 itérations\n",
|
||
"x_sol = -2.114907541476756 pour 5 itérations\n",
|
||
"x_sol = -2.114907541476756 pour 5 itérations\n",
|
||
"x_sol = -2.114907541476756 pour 5 itérations\n",
|
||
"x_sol = -2.114907541476756 pour 5 itérations\n",
|
||
"x_sol = -2.114907541476756 pour 5 itérations\n",
|
||
"x_sol = -2.114907541476756 pour 5 itérations\n",
|
||
"x_sol = -2.114907541476756 pour 5 itérations\n",
|
||
"x_sol = -2.114907541476756 pour 5 itérations\n",
|
||
"x_sol = -2.114907541476756 pour 5 itérations\n",
|
||
"x_sol = -2.114907541476756 pour 5 itérations\n",
|
||
"x_sol = -2.114907541476756 pour 5 itérations\n",
|
||
"x_sol = -2.114907541476756 pour 5 itérations\n",
|
||
"x_sol = -2.114907541476756 pour 5 itérations\n",
|
||
"x_sol = -2.114907541476756 pour 5 itérations\n",
|
||
"\n",
|
||
"Solution pour x_start=0\n",
|
||
"x_sol = 0.25 pour 1 itérations\n",
|
||
"x_sol = 0.2540983606557377 pour 2 itérations\n",
|
||
"x_sol = 0.25410168836283464 pour 3 itérations\n",
|
||
"x_sol = 0.2541016883650524 pour 4 itérations\n",
|
||
"x_sol = 0.2541016883650524 pour 4 itérations\n",
|
||
"x_sol = 0.2541016883650524 pour 4 itérations\n",
|
||
"x_sol = 0.2541016883650524 pour 4 itérations\n",
|
||
"x_sol = 0.2541016883650524 pour 4 itérations\n",
|
||
"x_sol = 0.2541016883650524 pour 4 itérations\n",
|
||
"x_sol = 0.2541016883650524 pour 4 itérations\n",
|
||
"x_sol = 0.2541016883650524 pour 4 itérations\n",
|
||
"x_sol = 0.2541016883650524 pour 4 itérations\n",
|
||
"x_sol = 0.2541016883650524 pour 4 itérations\n",
|
||
"x_sol = 0.2541016883650524 pour 4 itérations\n",
|
||
"x_sol = 0.2541016883650524 pour 4 itérations\n",
|
||
"x_sol = 0.2541016883650524 pour 4 itérations\n",
|
||
"x_sol = 0.2541016883650524 pour 4 itérations\n",
|
||
"x_sol = 0.2541016883650524 pour 4 itérations\n",
|
||
"x_sol = 0.2541016883650524 pour 4 itérations\n",
|
||
"x_sol = 0.2541016883650524 pour 4 itérations\n",
|
||
"\n",
|
||
"Solution pour x_start=2.5\n",
|
||
"x_sol = 2.0508474576271185 pour 1 itérations\n",
|
||
"x_sol = 1.885793368253518 pour 2 itérations\n",
|
||
"x_sol = 1.8613332057733178 pour 3 itérations\n",
|
||
"x_sol = 1.8608060959714212 pour 4 itérations\n",
|
||
"x_sol = 1.8608058531117548 pour 5 itérations\n",
|
||
"x_sol = 1.8608058531117033 pour 6 itérations\n",
|
||
"x_sol = 1.8608058531117033 pour 6 itérations\n",
|
||
"x_sol = 1.8608058531117033 pour 6 itérations\n",
|
||
"x_sol = 1.8608058531117033 pour 6 itérations\n",
|
||
"x_sol = 1.8608058531117033 pour 6 itérations\n",
|
||
"x_sol = 1.8608058531117033 pour 6 itérations\n",
|
||
"x_sol = 1.8608058531117033 pour 6 itérations\n",
|
||
"x_sol = 1.8608058531117033 pour 6 itérations\n",
|
||
"x_sol = 1.8608058531117033 pour 6 itérations\n",
|
||
"x_sol = 1.8608058531117033 pour 6 itérations\n",
|
||
"x_sol = 1.8608058531117033 pour 6 itérations\n",
|
||
"x_sol = 1.8608058531117033 pour 6 itérations\n",
|
||
"x_sol = 1.8608058531117033 pour 6 itérations\n",
|
||
"x_sol = 1.8608058531117033 pour 6 itérations\n",
|
||
"x_sol = 1.8608058531117033 pour 6 itérations\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"Text(0.5, 1.0, 'Fonction f et sa dérivée')"
|
||
]
|
||
},
|
||
"execution_count": 68,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
},
|
||
{
|
||
"data": {
|
||
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\n",
|
||
"text/plain": [
|
||
"<Figure size 1200x1200 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"## VOTRE REPONSE ICI\n",
|
||
"# ON PEUT PRENDRE EN LE JUSTIFIANT : x0 = -2.5, x0 = 0, x0 = 2.5\n",
|
||
"# NE PRENEZ PAS NMax TROP GRAND (on pourra aussi justifier cela )\n",
|
||
"for x_start in [-2.5, 0, 2.5]:\n",
|
||
" print(f\"Solution pour x_start={x_start}\")\n",
|
||
" for n in range(1, 21):\n",
|
||
" x_sol = newton(f, fprime, x_start, epsilon, n)\n",
|
||
" print(f\"x_sol = {x_sol[1]} pour {x_sol[0]} itérations\")\n",
|
||
" print(\"\")\n",
|
||
"\n",
|
||
"xx = np.linspace(-3, 3, 200)\n",
|
||
"\n",
|
||
"# Graphique\n",
|
||
"fig = plt.figure(figsize=(12, 12))\n",
|
||
"ax = fig.add_subplot(2, 2, 1)\n",
|
||
"ax.plot(xx, f(xx), label=f'$f$')\n",
|
||
"ax.plot(xx, fprime(xx), label=f\"$f'$\")\n",
|
||
"ax.plot(xx, np.zeros(xx.size))\n",
|
||
"ax.legend()\n",
|
||
"ax.set_xlabel(f'$x$')\n",
|
||
"ax.set_ylabel(f'$f(x)$')\n",
|
||
"ax.set_title('Fonction f et sa dérivée')"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"## Manipulation d'images en Python"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"On commence par importer le module matplotlib.image, puis on importe l’image image0.png et on l’affiche \n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 86,
|
||
"metadata": {
|
||
"tags": []
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<matplotlib.image.AxesImage at 0x7f4c55de14b0>"
|
||
]
|
||
},
|
||
"execution_count": 86,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 640x480 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"import matplotlib.image as mpimg\n",
|
||
"\n",
|
||
"# DECOMMENTEZ \n",
|
||
"img0 = mpimg.imread('image0.png')\n",
|
||
"plt.imshow(img0)\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Question 4\n",
|
||
"\n",
|
||
"Quel objet python est img0? (Utiliser la fonction __type__)\n",
|
||
"\n",
|
||
"Recommencer avec le fichier image1.png\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 89,
|
||
"metadata": {
|
||
"tags": []
|
||
},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"<class 'numpy.ndarray'>\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<matplotlib.image.AxesImage at 0x7f4c55c5e710>"
|
||
]
|
||
},
|
||
"execution_count": 89,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
},
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{
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"data": {
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"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 640x480 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"## VOTRE CODE ICI\n",
|
||
"print(type(img0))\n",
|
||
"\n",
|
||
"img1 = mpimg.imread('image1.png')\n",
|
||
"plt.imshow(img1)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Question 5\n",
|
||
"\n",
|
||
"Les objet img0 et img1 sont des *numpy arrays* de taille $(N_x,N_y,3)$ où $N_x$ est le nombre de pixels (de points) dans la diréction horizontale et $N_y$ est le nombre de pixels dans la diréction verticale.\n",
|
||
"\n",
|
||
"La couleur de chaque pixel est codée par un vecteur [R, G, B] de taille 3 dit RGB (ou RVB en français\n",
|
||
"rouge-vert-bleu). Chaque coordonnée varie entre 0 et 1 (ou 0 et 255 selon la convention). [1, 0, 0] code\n",
|
||
"le rouge, [0, 1, 0] le vert, [0, 0, 1] le bleu, [1, 1, 1] le blanc et [0, 0, 0] le noir. Par exemple:\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 90,
|
||
"metadata": {
|
||
"tags": []
|
||
},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"La couleur du pixel de img0 de coordonnées (1,100) est donnée par [R G B]= [0.9372549 0.9372549 0.9372549 1. ]\n",
|
||
"La couleur du pixel de img1 de coordonnées (50,100) est donnée par [R G B]= [0. 0.4 1. 1. ]\n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"print('La couleur du pixel de img0 de coordonnées (1,100) est donnée par [R G B]=', img0[1,100,:])\n",
|
||
"print('La couleur du pixel de img1 de coordonnées (50,100) est donnée par [R G B]=', img1[50,100,:])"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"Créer une image de taille $N \\times N$ pixels entièrement noire, puis blanche, puis rouge. Créer une autre image de taille $N \\times N$ dont la moitié droite est rouge et la moitié gauche est bleue."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 111,
|
||
"metadata": {
|
||
"tags": []
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<matplotlib.image.AxesImage at 0x7f4c559baf50>"
|
||
]
|
||
},
|
||
"execution_count": 111,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": "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\n",
|
||
"text/plain": [
|
||
"<Figure size 640x480 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"## VOTRE CODE ICI \n",
|
||
"N = 50\n",
|
||
"imageBlack = np.zeros((N, N, 3))\n",
|
||
"plt.imshow(imageBlack)\n",
|
||
"\n",
|
||
"imageWhite = np.ones((N, N, 3))\n",
|
||
"plt.imshow(imageWhite)\n",
|
||
"\n",
|
||
"imageRed = np.ones((N, N, 3))\n",
|
||
"imageRed[::] = [1, 0, 0]\n",
|
||
"plt.imshow(imageRed)\n",
|
||
"\n",
|
||
"imageDB = np.zeros((N, N, 3))\n",
|
||
"imageDB[]"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"## Fractale de Newton\n",
|
||
"\n",
|
||
"\n",
|
||
"On considère la fonction holomorphe $f:\\mathbb{C} \\rightarrow \\mathbb{C}$ telle que\n",
|
||
"\n",
|
||
"\\begin{equation}\n",
|
||
"f(z) = z^3-1\n",
|
||
"\\end{equation}\n",
|
||
"\n",
|
||
"L'équation $f(z)= 0$ admets trois racines dinstinctes: \n",
|
||
"\n",
|
||
"\\begin{equation}\n",
|
||
" {r}_0 = -\\frac{1}{2}+ \\frac{\\sqrt{3}}{2} i,\\quad {r}_1 = -\\frac{1}{2}- \\frac{\\sqrt{3}}{2} i\\,,\\quad r_2 = 1 \\,.\n",
|
||
"\\end{equation}\n",
|
||
"\n",
|
||
"La méthode de Newton peut etre appliquée sans modifications aussi dans ce cas. \n",
|
||
"\n",
|
||
"Ici nous voulons étudier les __bassins d'attractions__ des différentes racines de $f$. "
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Question 6\n",
|
||
"\n",
|
||
"Afin de définir le nombre complexe $z = x + i y$ en Python, on définit z = complex(x, y) par exemple"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 71,
|
||
"metadata": {
|
||
"tags": []
|
||
},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"Soit z =(4+3j), alors z^2 =(7+24j)\n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"z = complex(4,3)\n",
|
||
"print('Soit z ={}, alors z^2 ={}'.format(z,z**2))"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"Définir la fonction $f(z) = z^3-1$ ainsi que sa dérivée $f'$ et un np.array appelé __roots__ de taille 3 contenant les trois racines distinctes de f "
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 75,
|
||
"metadata": {
|
||
"tags": []
|
||
},
|
||
"outputs": [],
|
||
"source": [
|
||
"def f(z): \n",
|
||
" \"\"\"definir f \"\"\"\n",
|
||
" return np.power(z, 3) - 1\n",
|
||
"\n",
|
||
"def fprime(z): \n",
|
||
" \"\"\" definir f' \"\"\"\n",
|
||
" return 3 * np.power(z, 2)\n",
|
||
" \n",
|
||
"roots = np.array([complex(-1/2, np.sqrt(3)/2), complex(-1/2, - np.sqrt(3)/2), complex(1, 0)])"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"\n",
|
||
"### Question 7\n",
|
||
"\n",
|
||
"Implémenter une méthode de Newton modifiée __newtonMod__ à partir de la fonction __newton__ implémentée\n",
|
||
"dans la Question 2. On demande les modifications suivantes : on va utiliser le fait qu’on a une expression\n",
|
||
"algébrique des racines de f afin d’étudier plus simplement la dépendance de la méthode de Newton\n",
|
||
"en fonction de la condition initiale et on remplace le critère d’arrêt de la Question 2 par le critère d’arrêt:\n",
|
||
"\n",
|
||
"\\begin{equation}\n",
|
||
"|x_k − r_0| < \\epsilon \\quad \\text{ OR }\\quad |x_k − r_1| < \\epsilon\\quad\\text{ OR }\\quad |x_k − r_2| < \\epsilon \\quad\\text{ OR }\\quad k > N_{max}\n",
|
||
"\\end{equation}\n",
|
||
"\n",
|
||
"\n",
|
||
"La fonction __newtonMod__ doit avoir en sortie un argument additionnel par rapport à la fonction __newton__:\n",
|
||
"\n",
|
||
"- un entier $b$ pouvant prendre 4 valeurs: $b=-1$ si la la méthode n’a pas convergé (c'est-à-dire si on depasse le nombre d'iterations maximal), ou $b=j$ si la méthode a convergé vers la racine $r_j$ avec $j=0,1,2$."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 98,
|
||
"metadata": {
|
||
"tags": []
|
||
},
|
||
"outputs": [],
|
||
"source": [
|
||
"def newtonMod(fun, funprime, x0, roots, epsilon,Nmax):\n",
|
||
" \"\"\"\n",
|
||
" Algorithme de Newton pour résoudre f(x) = 0 \n",
|
||
" avec des valeurs cibles de la racine fournies par le tableau roots (de taille 3): \n",
|
||
" Si la racine obenue coincide avec roots[i] on retournera l'indice i (voir le paramètre de sortie b ci-dessous).\n",
|
||
" \n",
|
||
" Parameters\n",
|
||
" ----------\n",
|
||
" - fun: fonction(x) \n",
|
||
" fonction f\n",
|
||
" - funprime: fonction(x)\n",
|
||
" dérivé de f\n",
|
||
" - x0: float \n",
|
||
" approximation initiale\n",
|
||
" - roots:\n",
|
||
" tableau (de talle 3) des valeurs cibles de racine \n",
|
||
" - epsilon: float\n",
|
||
" tolerance dans le critere d'arret\n",
|
||
" - Nmax: int\n",
|
||
" nombre d'iterations maximal\n",
|
||
"\n",
|
||
" Renvoie\n",
|
||
" ----------\n",
|
||
" - b : int\n",
|
||
" indicateur de la racine\n",
|
||
" - k: float\n",
|
||
" nombre d'iteration\n",
|
||
" - xstar: float\n",
|
||
" solution approchée\n",
|
||
" \"\"\"\n",
|
||
" xk = x0\n",
|
||
" k = 0\n",
|
||
" r0, r1, r2 = roots[0], roots[1], roots[2]\n",
|
||
" while np.abs(xk - r0) > epsilon and np.abs(xk - r1) > epsilon and np.abs(xk - r2) > epsilon and k < Nmax:\n",
|
||
" k += 1\n",
|
||
" xk -= fun(xk)/funprime(xk)\n",
|
||
" if k > Nmax:\n",
|
||
" b = -1\n",
|
||
" else:\n",
|
||
" b = np.abs(roots - xk).argmin()\n",
|
||
" return b, k, xk"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Question 8\n",
|
||
"\n",
|
||
"\n",
|
||
"Définir un vecteur $p$ de taille $N$, obtenus en divisant l'interval $[-1,1]$ en $N-1$ sous-intervalles égaux.\n",
|
||
"\n",
|
||
"Définir une images noire de taille $N \\times N$ comme dans l'exercice 5 et l'appeler __image0__ .\n",
|
||
"\n",
|
||
"Chaque pixel d' __image0__ corresponde à un point dans le carré $[-1,1]\\times [-1,1]$. \n",
|
||
"Pour chaque pixel corréspondant aux indices $(i_x,i_y)$, appellez la méthode __newtonMod__ en prenant pour condition initiale le nombre complexe \n",
|
||
"\n",
|
||
"\\begin{equation}\n",
|
||
"z_0 = a+ i\\, b \\,, \\quad \\text{ où } \\quad a= p[i_x] \\, \\text{ et }\\, b= p[i_y] \n",
|
||
"\\end{equation}\n",
|
||
"\n",
|
||
"\n",
|
||
"et colorier le pixel $(i_x,i_y)$ de __image0__ en noir si la méthode n’a pas convergé et sinon en rouge, vert ou bleu selon la racine vers\n",
|
||
"laquelle elle a convergé. \n",
|
||
"\n",
|
||
"\n",
|
||
"\n",
|
||
"Essayer avec N = 50 puis N = 500.\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 100,
|
||
"metadata": {
|
||
"tags": []
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<matplotlib.image.AxesImage at 0x7f4c55b3d9c0>"
|
||
]
|
||
},
|
||
"execution_count": 100,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 640x480 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# VOTRE CODE ICI\n",
|
||
"N = 500\n",
|
||
"p = np.linspace(-1, 1, N)\n",
|
||
"image0 = np.zeros((N, N, 3))\n",
|
||
"for i in range(N):\n",
|
||
" for j in range(N):\n",
|
||
" z0 = complex(p[i], p[j])\n",
|
||
" b, k, x = newtonMod(f, fprime, z0, roots, 10e-14, 5)\n",
|
||
" if b == -1:\n",
|
||
" image0[i, j] = [0, 0, 0]\n",
|
||
" elif b == 0:\n",
|
||
" image0[i, j] = [1, 0, 0]\n",
|
||
" elif b == 1:\n",
|
||
" image0[i, j] = [0, 1, 0]\n",
|
||
" elif b == 2:\n",
|
||
" image0[i, j] = [0, 0, 1]\n",
|
||
" \n",
|
||
"plt.imshow(image0)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Question 9\n",
|
||
"\n",
|
||
"Sur une nouvelle image, colorier de manière similaire chaque pixel sur une échelle de gris proportionnellement\n",
|
||
"au nombre d’itérations $k$ nécessaires à la convergence de la méthode, $k/N_{max} \\in [0, 1]$; c'est-à-dire en saisissant le code [R G B] donné par $[k/N_{max},k/N_{max},k/N_{max}]$\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 103,
|
||
"metadata": {
|
||
"tags": []
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<matplotlib.image.AxesImage at 0x7f4c55ccabc0>"
|
||
]
|
||
},
|
||
"execution_count": 103,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 640x480 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# VOTRE CODE ICI \n",
|
||
"N = 500\n",
|
||
"Nmax = 10\n",
|
||
"p = np.linspace(-1, 1, N)\n",
|
||
"image0 = np.zeros((N, N, 3))\n",
|
||
"for i in range(N):\n",
|
||
" for j in range(N):\n",
|
||
" z0 = complex(p[i], p[j])\n",
|
||
" b, k, x = newtonMod(f, fprime, z0, roots, 10e-14, Nmax)\n",
|
||
" image0[i, j] = [k/Nmax, k/Nmax, k/Nmax]\n",
|
||
" \n",
|
||
"plt.imshow(image0)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"\n",
|
||
"### Question 10\n",
|
||
"\n",
|
||
"Commentez les observations\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"metadata": {
|
||
"collapsed": true,
|
||
"jupyter": {
|
||
"outputs_hidden": true
|
||
}
|
||
},
|
||
"outputs": [],
|
||
"source": []
|
||
}
|
||
],
|
||
"metadata": {
|
||
"kernelspec": {
|
||
"display_name": "Python 3 (ipykernel)",
|
||
"language": "python",
|
||
"name": "python3"
|
||
},
|
||
"language_info": {
|
||
"codemirror_mode": {
|
||
"name": "ipython",
|
||
"version": 3
|
||
},
|
||
"file_extension": ".py",
|
||
"mimetype": "text/x-python",
|
||
"name": "python",
|
||
"nbconvert_exporter": "python",
|
||
"pygments_lexer": "ipython3",
|
||
"version": "3.10.8"
|
||
}
|
||
},
|
||
"nbformat": 4,
|
||
"nbformat_minor": 4
|
||
}
|